Slurm Monitoring and Accounting Starter

SkillMonitoring & ops

Use this skill to submit a tiny probe job, capture live squeue snapshots while it waits or runs, and then summarize final sacct accounting.

Use Slurm Monitoring and Accounting Starter in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Slurm Monitoring and Accounting Starter and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Slurm Monitoring and Accounting Starter skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Slurm Monitoring and Accounting StarterStart free
About this skill

A framework for discovering, compiling, and validating reusable skills for scientific agents.

What this skill tells your AI

The instructions your AI receives, as published by ma-compbio-lab/skillfoundry in skills/hpc/slurm-monitoring-accounting-starter/SKILL.md and read by Ahel’s review.

Use this skill to submit a tiny probe job, capture live squeue snapshots while it waits or runs, and then summarize final sacct accounting.

What it does

  • Renders and submits a short Slurm batch job.
  • Polls squeue to record live queue states.
  • Resolves final job accounting through sacct.
  • Optionally captures seff output when the command is available on the cluster.

When to use it

  • You need a verified starter for Slurm monitoring and post-run accounting.
  • You want a reusable pattern for debugging queue state transitions and final resource summaries.

Example

python3 skills/hpc/slurm-monitoring-accounting-starter/scripts/run_slurm_monitoring_accounting.py \
  --partition cpu \
  --job-name monitor-accounting \
  --sleep 2 \
  --out scratch/slurm-monitoring/summary.json

Verification

  • Skill-local tests: python3 -m unittest discover -s skills/hpc/slurm-monitoring-accounting-starter/tests -p 'test_*.py'
  • Repository smoke: python3 -m unittest tests.smoke.test_phase26_frontier_completion_skills -v

Signals

GitHub stars
42
Forks
5
Last commit
Sep 2026
Advanced
Item type
skill
Key
slurm-monitoring-accounting-starter
Source
github.com/ma-compbio-lab/skillfoundry